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Ashwin CAC
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Ashwin C

@ashwinc

Software engineer blending cloud, data, and product delivery to turn insights into reliable operations.

India
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What I'm looking for

I want to move formally into product management, using my cloud + data background to build AI/automation for operational and financial workflows—especially FinOps and cloud cost governance—while partnering with engineering and business to ship reliable outcomes.

I’m a software engineer with close to 5 years in JPMorgan Chase’s financial ecosystem, working where cloud platforms, data analytics, and product delivery meet. I’m Google Cloud certified (Associate Cloud Engineer, Professional Cloud Developer) and have hands-on AWS and Azure exposure, with comfort across multi-cloud environments. I use SQL-based extraction and analysis, reconciliation/validation, and operational dashboards to keep reporting outputs accurate and actionable.

In my current role, I translate insights into clear requirements for engineering teams, partner with Product Managers to prioritize backlog items by impact and feasibility, and drive production issue resolution through root-cause analysis—contributing to a 30%+ reduction in recurring downtime. I’ve also built image classification pipelines as a Machine Learning intern, improving accuracy by 15% and reducing processing time by 20%, and I’m now looking to formally step into product management with a focus on where AI and automation intersect with FinOps and cloud cost governance.

Experience

Work history, roles, and key accomplishments

SM

Machine Learning Intern

Smartknower

Aug 2020 - Oct 2020 (2 months)

Built image classification pipelines in Python using VGG19 and ResNet, improving accuracy by 15% through structured experimentation on data preparation and model evaluation. Reduced pipeline processing time by 20% through optimization of the training/inference workflow.

Education

Degrees, certifications, and relevant coursework

ME

MVJ College of Engineering

Bachelor of Engineering, Electronics & Communication Engineering

2017 - 2021

Grade: CGPA: 8.0 / 10.0

B.E. in Electronics & Communication Engineering at MVJ College of Engineering (VTU) from 2017 to 2021, graduating with a CGPA of 8.0/10.0.

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